{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T14:44:29Z","timestamp":1786200269880,"version":"build-2736575974"},"reference-count":44,"publisher":"Wiley","license":[{"start":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T00:00:00Z","timestamp":1786147200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"},{"start":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T00:00:00Z","timestamp":1786147200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Internal Medicine Journal"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Salmonellosis contributes to a significant burden on global healthcare systems. The impact of this foodborne bacterium is more pronounced when the infection is invasive, leading to bacteraemia and sepsis. Studies on invasive salmonellosis are few, and there is an urgent need to understand the spatial distribution of bacteraemia and the different contributing serotypes.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Aims<\/jats:title>\n                    <jats:p>\n                      To describe the spatial and temporal distribution of\n                      <jats:italic>Salmonella<\/jats:italic>\n                      bacteraemia in Queensland from 2010 to 2019 and identify high\u2010risk areas and demographic groups.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      A retrospective population\u2010based spatiotemporal analysis was conducted using laboratory\u2010confirmed\n                      <jats:italic>Salmonella<\/jats:italic>\n                      bacteraemia notifications. Standardised incidence ratios (SIRs) were estimated at the postcode level using indirect standardisation with age and sex as stratification variables. A Besag\u2010York\u2010Moll\u00e8 (BYM) Poisson model was used to estimate posterior mean relative risks (RRs), assess spatial clustering and identify hotspots.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The highest risk was observed in children aged 0\u201310\u2009years (RR\u2009=\u20092.36, 95% CI: 2.00\u20132.78), and males had a 24% higher risk than females (RR\u2009=\u20091.24, 95% CI: 1.10\u20131.40). Across the study period, approximately 39% of postcode areas exceeded RR &gt;\u20091.5. The three most common\n                      <jats:italic>Salmonella<\/jats:italic>\n                      serotypes also exhibited notable spatial heterogeneity. We found that Tropical North QLD (RR ranges from 1.6 to 5.39) and the outback areas of Central QLD (RR ranges from 1.8 to 6.19) were high\u2010risk areas for bacteraemia.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>\n                      <jats:italic>Salmonella<\/jats:italic>\n                      bacteraemia in QLD shows substantial spatial and demographic heterogeneity, with clear hotspots in remote and tropical regions, supporting targeted, serotype\u2010informed surveillance and prevention strategies, particularly for children and males in high\u2010risk areas.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/imj.70579","type":"journal-article","created":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T14:24:51Z","timestamp":1786199091000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A spatiotemporal analysis of\n                    <i>Salmonella<\/i>\n                    bacteraemia in Queensland, 2010\u20132019"],"prefix":"10.1111","author":[{"given":"Naveen","family":"Manchal","sequence":"first","affiliation":[{"name":"Public Health and Tropical Medicine College of Medicine and Dentistry, James Cook University  Townsville Queensland Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Megan K","family":"Young","sequence":"additional","affiliation":[{"name":"Metro North Public Health Unit Metro North Hospital and Health Service  Brisbane Queensland Australia"},{"name":"School of Medicine and Dentistry Griffith University  Southport Queensland Australia"},{"name":"School of Public Health University of Queensland  Herston Queensland Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria Eugenia","family":"Castellanos","sequence":"additional","affiliation":[{"name":"Public Health and Tropical Medicine College of Medicine and Dentistry, James Cook University  Townsville Queensland Australia"},{"name":"Australian Institute of Tropical Health and Medicine James Cook University  Townsville Queensland Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oyelola A.","family":"Adegboye","sequence":"additional","affiliation":[{"name":"Public Health and Tropical Medicine College of Medicine and Dentistry, James Cook University  Townsville Queensland Australia"},{"name":"Australian Institute of Tropical Health and Medicine James Cook University  Townsville Queensland Australia"},{"name":"Menzies School of Health Research Charles Darwin University  Darwin Northwest Territories Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,8,8]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"crossref","first-page":"1353","DOI":"10.1128\/JCM.39.4.1353-1359.2001","article-title":"Molecular characterization of invasive and noninvasive Campylobacter jejuni and Campylobacter coli isolates","volume":"39","author":"Carvalho AC","year":"2001","journal-title":"J Clin Microbiol"},{"key":"e_1_2_9_3_1","doi-asserted-by":"crossref","first-page":"2489","DOI":"10.1016\/S0140-6736(11)61752-2","article-title":"Invasive non\u2010typhoidal salmonella disease: an emerging and neglected tropical disease in Africa","volume":"379","author":"Feasey NA","year":"2012","journal-title":"Lancet"},{"key":"e_1_2_9_4_1","doi-asserted-by":"crossref","DOI":"10.1177\/2324709617707978","article-title":"Invasive listeria monocytogenes gastroenteritis leading to stupor, bacteremia, fever, and diarrhea: a rare life\u2010threatening condition","volume":"5","author":"Mehmood H","year":"2017","journal-title":"J Investig Med High Impact Case Rep"},{"key":"e_1_2_9_5_1","doi-asserted-by":"crossref","first-page":"1070","DOI":"10.3904\/kjim.2018.159","article-title":"Vibrio vulnificus infection: a persistent threat to public health","volume":"33","author":"Yun NR","year":"2018","journal-title":"Korean J Intern Med"},{"key":"e_1_2_9_6_1","unstructured":"Queensland Health.Bacterial communicable diseases 2023. [cited 2024 Sep 23]; Available from URL:https:\/\/www.choreport.health.qld.gov.au\/our-health\/communicable-diseases\/bacterial-communicable-diseases"},{"key":"e_1_2_9_7_1","unstructured":"Australian National University.The annual cost of foodborne illness in Australia 2022. [cited 2024 Sep 23]; Available from URL:https:\/\/www.foodstandards.gov.au\/sites\/default\/files\/publications\/Documents\/ANU%20Foodborne%20Disease%20Final%20Report.pdf"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1128\/ecosalplus.8.6.2.2"},{"key":"e_1_2_9_9_1","doi-asserted-by":"crossref","DOI":"10.1093\/ofid\/ofad086","article-title":"What is the source of infections causing invasive Nontyphoidal salmonella disease?","volume":"10","author":"Chirwa EB","year":"2023","journal-title":"Open Forum Infect Dis"},{"key":"e_1_2_9_10_1","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.jfma.2020.04.022","article-title":"Clinical features and risk factors associated with bacteremia of nontyphoidal salmonellosis in pediatric patients, 2010\u20132018","volume":"120","author":"Lee C\u2010M","year":"2021","journal-title":"J Formos Med Assoc"},{"key":"e_1_2_9_11_1","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1016\/S1473-3099(21)00615-0","article-title":"Complications and mortality of non\u2010typhoidal salmonella invasive disease: a global systematic review and meta\u2010analysis","volume":"22","author":"Marchello CS","year":"2022","journal-title":"Lancet Infect Dis"},{"key":"e_1_2_9_12_1","doi-asserted-by":"crossref","first-page":"647","DOI":"10.1038\/s41598-022-27330-4","article-title":"Clinical characteristics of Campylobacter bacteremia: a multicenter retrospective study","volume":"13","author":"Otsuka Y","year":"2023","journal-title":"Sci Rep"},{"key":"e_1_2_9_13_1","doi-asserted-by":"crossref","DOI":"10.1017\/S0950268824000839","article-title":"A systematic review and meta\u2010analysis of ambient temperature and precipitation with infections from five food\u2010borne bacterial pathogens","volume":"152","author":"Manchal N","year":"2024","journal-title":"Epidemiol Infect"},{"key":"e_1_2_9_14_1","article-title":"Too hot, too wet: Bayesian spatial modelling of climate\u2010driven salmonella risk in New South Wales, Australia, 1991\u20132022","volume":"10","author":"Adegboye O","year":"2025","journal-title":"GeoHealth"},{"key":"e_1_2_9_15_1","doi-asserted-by":"crossref","first-page":"1903","DOI":"10.1017\/S0950268818002224","article-title":"Salmonella source attribution in a subtropical state of Australia: capturing environmental reservoirs of infection","volume":"146","author":"Fearnley EJ","year":"2018","journal-title":"Epidemiol Infect"},{"key":"e_1_2_9_16_1","unstructured":"RabschW AndrewsHl KingsleyRA KingsleyRA PragerR PragerR et al.Salmonella entericaserotypeTyphimuriumand its host\u2010adapted variants2002(0019\u20139567 (Print))."},{"key":"e_1_2_9_17_1","doi-asserted-by":"crossref","unstructured":"SalisburyAM LeemingG NikolaouG KiparA WigleyPSalmonella virchowinfection of the chicken elicits cellular and humoral systemic and mucosal responses but limited protection to homologous or heterologous re\u2010challenge.2014(2297\u20131769 (Print)).","DOI":"10.3389\/fvets.2014.00006"},{"key":"e_1_2_9_18_1","unstructured":"Australian bureau of statistics.Queensland census 2021. Available from URL:https:\/\/www.abs.gov.au\/census\/find-census-data\/quickstats\/2021\/IQS3"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijid.2007.06.006"},{"key":"e_1_2_9_20_1","doi-asserted-by":"crossref","DOI":"10.1186\/s12874-017-0335-3","article-title":"Estimating the standardized incidence ratio (SIR) with incomplete follow\u2010up data","volume":"17","author":"Becher H","year":"2017","journal-title":"BMC Med Res Methodol"},{"key":"e_1_2_9_21_1","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1093\/biomet\/37.1-2.17","article-title":"Notes on continuous stochastic phenomena","volume":"37","author":"Moran PAP","year":"1950","journal-title":"Biometrika"},{"key":"e_1_2_9_22_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF00116466","article-title":"Bayesian image restoration, with two applications in spatial statistics","volume":"43","author":"Besag J","year":"1991","journal-title":"Ann Inst Stat Math"},{"key":"e_1_2_9_23_1","unstructured":"RieblerA S\u00f8rbyeSH SimpsonD RueHAn intuitive Bayesian spatial model for disease mapping that accounts for scaling 2016. (1477\u20100334 (Electronic))."},{"key":"e_1_2_9_24_1","unstructured":"ChenPL LeeHC LeeNY LeeNY WuCJ et al.Non\u2010typhoidalSalmonella bacteraemiain elderly patients: an increased risk for endovascular infections osteomyelitis and mortality. (1469\u20134409 (Electronic))."},{"key":"e_1_2_9_25_1","doi-asserted-by":"crossref","unstructured":"ParryCM ThomasS AspinallEJ AspinallEJ Cooke RPD CookeRP et al.A retrospective study of secondary bacteraemia in hospitalised adults with community acquired non\u2010typhoidal Salmonella gastroenteritis.2013(1471\u20132334 (Electronic)).","DOI":"10.1186\/1471-2334-13-107"},{"key":"e_1_2_9_26_1","unstructured":"R Core Team.R: A language and environment for statistical computing_R 2025."},{"key":"e_1_2_9_27_1","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1111\/j.1467-9868.2008.00700.x","article-title":"Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations","volume":"71","author":"Rue H","year":"2009","journal-title":"J R Stat Soc Series B Stat Methodology"},{"key":"e_1_2_9_28_1","unstructured":"WickhamH F.R. HenryL M\u00fcllerK VaughanD.._dplyr: a grammar of data 2023."},{"key":"e_1_2_9_29_1","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1007\/978-3-319-24277-4_9","volume-title":"ggplot2: Elegant Graphics for Data Analysis","author":"Wickham H","year":"2016"},{"key":"e_1_2_9_30_1","unstructured":"Regional Development Australia.The Tropical North. [cited 2025 Jun 12]; Available from URL:https:\/\/www.rdatropicalnorth.org.au\/our-region\/"},{"key":"e_1_2_9_31_1","unstructured":"ChristakiE Giamarellos\u2010BourboulisEJThe complex pathogenesis of bacteremia: from antimicrobial clearance mechanisms to the genetic background of the host. (2150\u20135608 (Electronic))."},{"key":"e_1_2_9_32_1","unstructured":"Ghulam MohyuddinSA\u2010O KhanIA\u2010O ZadaAA\u2010O QamarAA\u2010O ArbabAA\u2010O MaXA\u2010O et al.Influence of heat stress on intestinal epithelial barrier function tight junction protein and immune and reproductive physiology. (2314\u20136141 (Electronic))."},{"key":"e_1_2_9_33_1","doi-asserted-by":"crossref","unstructured":"IbarraJA Steele\u2010MortimerO.Salmonella\u2010the ultimate insider. Salmonella virulence factors that modulate intracellular survival.2009(1462\u20135822 (Electronic)).","DOI":"10.1111\/j.1462-5822.2009.01368.x"},{"key":"e_1_2_9_34_1","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1111\/1753-6405.12413","article-title":"Spatial and temporal variation in the association between temperature and salmonellosis in NZ","volume":"40","author":"Lal A","year":"2016","journal-title":"Aust N Z J Public Health"},{"key":"e_1_2_9_35_1","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0007187","article-title":"Increasing incidence of invasive nontyphoidal salmonella infections in Queensland, Australia, 2007\u20102016","volume":"13","author":"Parisi A","year":"2019","journal-title":"PLoS Negl Trop Dis"},{"key":"e_1_2_9_36_1","doi-asserted-by":"publisher","DOI":"10.3390\/tropicalmed4020061"},{"key":"e_1_2_9_37_1","unstructured":"DominguesAR VieiraAR HendriksenRS PulsrikarnC AarestrupFMSpatio\u2010temporal analysis of Salmonella surveillance data in Thailand 2014. (1469\u20104409 (Electronic))."},{"key":"e_1_2_9_38_1","first-page":"1471","volume-title":"Source Attribution of Salmonellosis by Time and Geography in New South Wales","author":"McLure A","year":"2022"},{"key":"e_1_2_9_39_1","unstructured":"PaphitisKA\u2010O PearlDL BerkeO McEwenSA Trotz\u2010WilliamsLDetection of spatial and spatio\u2010temporalSalmonella heidelbergandSalmonella typhimuriumhuman case clusters focused around licensed abattoirs in Ontario in 2015 and their potential relation to known outbreaks 2015. (1863\u20102378 (Electronic))."},{"key":"e_1_2_9_40_1","doi-asserted-by":"crossref","unstructured":"LawrenceAEvaluating the effectiveness of public health measures during infectious disease outbreaks: a systematic review 2024. (2168\u20108184 (Print)).","DOI":"10.7759\/cureus.55893"},{"key":"e_1_2_9_41_1","doi-asserted-by":"crossref","DOI":"10.3389\/fpubh.2018.00159","article-title":"Presence and persistence of salmonella in water: the impact on microbial quality of water and food safety","volume":"6","author":"Liu H","year":"2018","journal-title":"Front Public Health"},{"key":"e_1_2_9_42_1","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1093\/infdis\/130.4.334","article-title":"Epidemiology of salmonella typhi infection in a migrant labor camp in Dade County, Florida","volume":"130","author":"Feldman RE","year":"1974","journal-title":"J Infect Dis"},{"key":"e_1_2_9_43_1","doi-asserted-by":"crossref","first-page":"48","DOI":"10.2807\/esm.10.03.00526-en","article-title":"Communicable disease control in a migrant seasonal workers population: a case study in Norway","volume":"10","author":"Guerin PJ","year":"2005","journal-title":"Euro Surveill"},{"key":"e_1_2_9_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijid.2005.09.004"},{"key":"e_1_2_9_45_1","doi-asserted-by":"publisher","DOI":"10.1111\/jpc.13585"}],"container-title":["Internal Medicine Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/imj.70579","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/imj.70579","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/imj.70579","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T14:25:01Z","timestamp":1786199101000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/imj.70579"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,8]]},"references-count":44,"alternative-id":["10.1111\/imj.70579"],"URL":"https:\/\/doi.org\/10.1111\/imj.70579","archive":["Portico"],"relation":{},"ISSN":["1444-0903","1445-5994"],"issn-type":[{"value":"1444-0903","type":"print"},{"value":"1445-5994","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,8]]},"assertion":[{"value":"2025-12-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-06-30","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-08-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"imj.70579"}}